Comparison of real-time and droplet digital PCR to detect and quantify SARS-CoV-2 RNA in plasma
- PMID: 33512013
- PMCID: PMC7995030
- DOI: 10.1111/eci.13501
Comparison of real-time and droplet digital PCR to detect and quantify SARS-CoV-2 RNA in plasma
Abstract
Background: The presence of SARS-CoV-2 RNA in plasma has been linked to disease severity and mortality. We compared RT-qPCR to droplet digital PCR (ddPCR) to detect SARS-CoV-2 RNA in plasma from COVID-19 patients (mild, moderate, and critical disease).
Methods: The presence/concentration of SARS-CoV-2 RNA in plasma was compared in three groups of COVID-19 patients (30 outpatients, 30 ward patients and 30 ICU patients) using both RT-qPCR and ddPCR. Plasma was obtained in the first 24h following admission, and RNA was extracted using eMAG. ddPCR was performed using Bio-Rad SARS-CoV-2 detection kit, and RT-qPCR was performed using GeneFinder™ COVID-19 Plus RealAmp Kit. Statistical analysis was performed using Statistical Package for the Social Science.
Results: SARS-CoV-2 RNA was detected, using ddPCR and RT-qPCR, in 91% and 87% of ICU patients, 27% and 23% of ward patients and 3% and 3% of outpatients. The concordance of the results obtained by both methods was excellent (Cohen's kappa index = 0.953). RT-qPCR was able to detect 34/36 (94.4%) patients positive for viral RNA in plasma by ddPCR. Viral RNA load was higher in ICU patients compared with the other groups (P < .001), by both ddPCR and RT-qPCR. AUC analysis revealed Ct values (RT-qPCR) and viral RNA load values (ddPCR) can similarly differentiate between patients admitted to wards and to the ICU (AUC of 0.90 and 0.89, respectively).
Conclusion: Both methods yielded similar prevalence of RNAemia between groups, with ICU patients showing the highest (>85%). RT-qPCR was as useful as ddPCR to detect and quantify SARS-CoV-2 RNAemia in plasma.
Keywords: COVID-19; RNAemia; RT-qPCR; SARS-CoV-2; ddPCR; viral RNA load.
© 2021 Stichting European Society for Clinical Investigation Journal Foundation. Published by John Wiley & Sons Ltd.
Conflict of interest statement
The authors declare no conflicts of interest regarding this submission.
Figures

Similar articles
-
Comparison of Different Reverse Transcriptase-Polymerase Chain Reaction-Based Methods for Wastewater Surveillance of SARS-CoV-2: Exploratory Study.JMIR Public Health Surveill. 2024 Aug 19;10:e53175. doi: 10.2196/53175. JMIR Public Health Surveill. 2024. PMID: 39158943 Free PMC article.
-
Analytical and Clinical Performance of Droplet Digital PCR in the Detection and Quantification of SARS-CoV-2.Mol Diagn Ther. 2021 Sep;25(5):617-628. doi: 10.1007/s40291-021-00547-1. Epub 2021 Jul 28. Mol Diagn Ther. 2021. PMID: 34319580 Free PMC article.
-
Viral RNA load in plasma is associated with critical illness and a dysregulated host response in COVID-19.Crit Care. 2020 Dec 14;24(1):691. doi: 10.1186/s13054-020-03398-0. Crit Care. 2020. PMID: 33317616 Free PMC article.
-
Diagnostic, Prognostic, and Therapeutic Value of Droplet Digital PCR (ddPCR) in COVID-19 Patients: A Systematic Review.J Clin Med. 2021 Dec 6;10(23):5712. doi: 10.3390/jcm10235712. J Clin Med. 2021. PMID: 34884414 Free PMC article. Review.
-
Digital PCR Applications in the SARS-CoV-2/COVID-19 Era: a Roadmap for Future Outbreaks.Clin Microbiol Rev. 2022 Sep 21;35(3):e0016821. doi: 10.1128/cmr.00168-21. Epub 2022 Mar 8. Clin Microbiol Rev. 2022. PMID: 35258315 Free PMC article. Review.
Cited by
-
SARS-CoV-2 Diagnostics Based on Nucleic Acids Amplification: From Fundamental Concepts to Applications and Beyond.Front Cell Infect Microbiol. 2022 Mar 23;12:799678. doi: 10.3389/fcimb.2022.799678. eCollection 2022. Front Cell Infect Microbiol. 2022. PMID: 35402302 Free PMC article. Review.
-
Surveillance of SARS-CoV-2 in wastewater by quantitative PCR and digital PCR: a case study in Shijiazhuang city, Hebei province, China.Emerg Microbes Infect. 2024 Dec;13(1):2324502. doi: 10.1080/22221751.2024.2324502. Epub 2024 Mar 11. Emerg Microbes Infect. 2024. PMID: 38465692 Free PMC article.
-
Diagnostic Tools for Rapid Screening and Detection of SARS-CoV-2 Infection.Vaccines (Basel). 2022 Jul 28;10(8):1200. doi: 10.3390/vaccines10081200. Vaccines (Basel). 2022. PMID: 36016088 Free PMC article. Review.
-
Comparison of RT-qPCR and RT-ddPCR with Rift valley fever virus (RVFV) RNA.Sci Rep. 2023 Feb 22;13(1):3085. doi: 10.1038/s41598-023-29023-y. Sci Rep. 2023. PMID: 36813787 Free PMC article.
-
Droplet Digital PCR or Real-Time PCR as a Method for Quantifying SARS-CoV-2 RNA in Plasma-Is There a Difference?Viruses. 2025 May 28;17(6):772. doi: 10.3390/v17060772. Viruses. 2025. PMID: 40573363 Free PMC article.
References
-
- World Health Organization (WHO) . (2020). Weekly epidemiological update‐29. 2020 [cited 2021 Jan 5]. p. 21. Retrieved from: https://www.who.int/publications/m/item/weekly‐epidemiological‐update–‐2...
-
- Armstrong RA, Kane AD, Cook TM. Outcomes from intensive care in patients with COVID‐19: a systematic review and meta‐analysis of observational studies. Anaesthesia. 2020;75:1340‐1349. - PubMed
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Miscellaneous